Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 1.406201 1.751565 2.213232 2.902537 3.959723 5.630444 8.761192
2025-08-10 0.984734 1.349372 1.920135 2.971789 5.148578 10.535242 33.178993
2025-08-17 0.793103 1.155135 1.785265 3.144518 6.806756 22.010975 480.543667
2025-08-24 0.659058 0.997180 1.627507 3.145600 8.195449 44.892301 NaN
2025-08-31 0.557124 0.863400 1.460153 3.009100 9.048874 87.555560 NaN
2025-09-07 0.503825 0.802992 1.417439 3.169022 11.691331 442.310309 NaN
2025-09-14 0.453627 0.737018 1.340908 3.184719 13.943173 19670.843236 NaN
2025-09-21 0.407611 0.670625 1.244928 3.082737 15.368465 NaN NaN
2025-09-28 0.372457 0.620255 1.174344 3.032827 17.430676 NaN NaN
2025-10-05 0.359235 0.612336 1.205155 3.393090 27.299787 NaN NaN
2025-10-12 0.341114 0.590988 1.195875 3.593385 39.233676 NaN NaN
2025-10-19 0.318731 0.557199 1.145216 3.573823 47.892826 NaN NaN
2025-10-26 0.294437 0.516997 1.070785 3.405654 51.066917 NaN NaN
2025-11-02 0.279724 0.496622 1.048850 3.504581 72.974130 NaN NaN
2025-11-09 0.269200 0.484360 1.047742 3.727713 130.905691 NaN NaN
2025-11-16 0.255176 0.462343 1.012887 3.729551 187.689618 NaN NaN
2025-11-23 0.239343 0.434546 0.955563 3.554835 202.109299 NaN NaN
2025-11-30 0.231774 0.425459 0.954757 3.759742 503.452303 NaN NaN
2025-12-07 0.221794 0.409585 0.929458 3.779924 1036.805578 NaN NaN
2025-12-14 0.210449 0.389436 0.887167 3.649039 1387.269659 NaN NaN
2025-12-21 0.201044 0.373272 0.855684 3.585172 2678.308937 NaN NaN
2025-12-28 0.199261 0.375545 0.885822 4.048945 NaN NaN NaN
2026-01-04 0.194655 0.370331 0.889588 4.309518 NaN NaN NaN